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Knowledge Base Repository

In addition to research papers, the Design Society is developing several valuable resources for those interested in the study of design. These include a repository of PhD theses, a library of case studies and transcripts of design activities, and an archive of our newsletters. Please note that these resources are accessible exclusively to Design Society members.

Automatic knowledge graph creation from engineering standards using the example of formulas

Janosch Luttmer, Mostafa Kandel, Dominik Ehring, Arun Nagarajah

Type:
Papers
DS 129: Proceedings of the DESIGN2024 18th International Design Conference
Year:
2024
Editor:
Mario Štorga, Stanko Škec, Tomislav Martinec, Dorian Marjanović, Neven Pavković, Marija Majda Škec
Author:
Janosch Luttmer, Mostafa Kandel, Dominik Ehring, Arun Nagarajah
Series:
DESIGN
Institution:
University of Duisburg-Essen, Germany
Section:
Design Information and Knowledge
Page(s):
423-432
DOI number:
10.1017/pds.2024.45
ISSN:
2732-527X (Online)
Abstract:
Engineering standards are an important source of knowledge in product development. Despite the increasing digitalisation, the provision and usage of standards is characterised by lots of manual steps.This research paper aims at applying automatic knowledge graph creation in the domain of engineering standards to enable machine-actionable standards. For this, a formula knowledge graph ontology as well as suitable information extraction techniques are developed. The concept is validated using the example of DIN ISO 281, showing the overall capability of automatic knowledge graph creation.
Keywords:
engineering standards, information extraction, knowledge representations, ontology, artificial intelligence (AI)
18th International Design Conference (DESIGN 2024)
Conferences

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